Overview

Dataset statistics

Number of variables30
Number of observations116609
Missing cells1151
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory194.1 MiB
Average record size in memory1.7 KiB

Variable types

CAT17
NUM6
UNSUPPORTED6
DATE1

Warnings

df_index has unique values Unique
min_ingresos_hogar is an unsupported type, check if it needs cleaning or further analysis Unsupported
max_ingresos_hogar is an unsupported type, check if it needs cleaning or further analysis Unsupported
min_ingresos_personales is an unsupported type, check if it needs cleaning or further analysis Unsupported
max_ingresos_personales is an unsupported type, check if it needs cleaning or further analysis Unsupported
min_habitantes is an unsupported type, check if it needs cleaning or further analysis Unsupported
max_habitantes is an unsupported type, check if it needs cleaning or further analysis Unsupported
persona_max_ingresos has 7720 (6.6%) zeros Zeros
ingresos has 7720 (6.6%) zeros Zeros

Reproduction

Analysis started2020-11-20 12:18:13.556083
Analysis finished2020-11-20 12:18:36.589444
Duration23.03 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct116609
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65674.70189
Minimum4954
Maximum124031
Zeros0
Zeros (%)0.0%
Memory size911.1 KiB

Quantile statistics

Minimum4954
5-th percentile13253.4
Q136575
median65727
Q394879
95-th percentile118200.6
Maximum124031
Range119077
Interquartile range (IQR)58304

Descriptive statistics

Standard deviation33752.68363
Coefficient of variation (CV)0.513937371
Kurtosis-1.187307289
Mean65674.70189
Median Absolute Deviation (MAD)29152
Skewness-0.009226150776
Sum7658261313
Variance1139243652
MonotocityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
61411< 0.1%
 
260221< 0.1%
 
710481< 0.1%
 
730971< 0.1%
 
669541< 0.1%
 
690031< 0.1%
 
792441< 0.1%
 
812931< 0.1%
 
751501< 0.1%
 
771991< 0.1%
 
1202081< 0.1%
 
1222571< 0.1%
 
1161141< 0.1%
 
1181631< 0.1%
 
1038321< 0.1%
 
1058811< 0.1%
 
997381< 0.1%
 
1017871< 0.1%
 
1120281< 0.1%
 
1140771< 0.1%
 
1079341< 0.1%
 
1099831< 0.1%
 
219201< 0.1%
 
239691< 0.1%
 
178261< 0.1%
 
Other values (116584)116584> 99.9%
 
ValueCountFrequency (%) 
49541< 0.1%
 
49551< 0.1%
 
49561< 0.1%
 
49571< 0.1%
 
49581< 0.1%
 
49591< 0.1%
 
49601< 0.1%
 
49611< 0.1%
 
49621< 0.1%
 
49631< 0.1%
 
ValueCountFrequency (%) 
1240311< 0.1%
 
1240301< 0.1%
 
1240291< 0.1%
 
1240281< 0.1%
 
1240271< 0.1%
 
1240261< 0.1%
 
1240251< 0.1%
 
1240241< 0.1%
 
1240231< 0.1%
 
1240221< 0.1%
 
Distinct47
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Minimum2014-03-01 00:00:00
Maximum2018-06-01 00:00:00
Histogram with fixed size bins (bins=47)

felicidad
Real number (ℝ≥0)

Distinct11
Distinct (%)< 0.1%
Missing1151
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean7.439545116
Minimum0
Maximum10
Zeros494
Zeros (%)0.4%
Memory size911.1 KiB

Quantile statistics

Minimum0
5-th percentile5
Q17
median8
Q39
95-th percentile10
Maximum10
Range10
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.748379506
Coefficient of variation (CV)0.2350116141
Kurtosis1.369573629
Mean7.439545116
Median Absolute Deviation (MAD)1
Skewness-0.8292254785
Sum858955
Variance3.056830897
MonotocityNot monotonic
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%) 
83266628.0%
 
72517921.6%
 
91492412.8%
 
101449412.4%
 
61228910.5%
 
5105449.0%
 
423802.0%
 
314941.3%
 
26680.6%
 
04940.4%
 
13260.3%
 
(Missing)11511.0%
 
ValueCountFrequency (%) 
04940.4%
 
13260.3%
 
26680.6%
 
314941.3%
 
423802.0%
 
5105449.0%
 
61228910.5%
 
72517921.6%
 
83266628.0%
 
91492412.8%
 
ValueCountFrequency (%) 
101449412.4%
 
91492412.8%
 
83266628.0%
 
72517921.6%
 
61228910.5%
 
5105449.0%
 
423802.0%
 
314941.3%
 
26680.6%
 
13260.3%
 

felicidad_grupo
Categorical

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
feliz
57845 
muy_feliz
30569 
normal
22833 
infeliz
 
3874
muy_infeliz
 
1488
ValueCountFrequency (%) 
feliz5784549.6%
 
muy_feliz3056926.2%
 
normal2283319.6%
 
infeliz38743.3%
 
muy_infeliz14881.3%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length11
Median length6
Mean length6.387414351
Min length5

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
l11660915.7%
 
i9913813.3%
 
f9377612.6%
 
e9377612.6%
 
z9377612.6%
 
m548907.4%
 
u320574.3%
 
y320574.3%
 
_320574.3%
 
n281953.8%
 
o228333.1%
 
r228333.1%
 
a228333.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter71277395.7%
 
Connector Punctuation320574.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
l11660916.4%
 
i9913813.9%
 
f9377613.2%
 
e9377613.2%
 
z9377613.2%
 
m548907.7%
 
u320574.5%
 
y320574.5%
 
n281954.0%
 
o228333.2%
 
r228333.2%
 
a228333.2%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_32057100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin71277395.7%
 
Common320574.3%
 

Most frequent Latin characters

ValueCountFrequency (%) 
l11660916.4%
 
i9913813.9%
 
f9377613.2%
 
e9377613.2%
 
z9377613.2%
 
m548907.7%
 
u320574.5%
 
y320574.5%
 
n281954.0%
 
o228333.2%
 
r228333.2%
 
a228333.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
_32057100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII744830100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
l11660915.7%
 
i9913813.3%
 
f9377612.6%
 
e9377612.6%
 
z9377612.6%
 
m548907.4%
 
u320574.3%
 
y320574.3%
 
_320574.3%
 
n281953.8%
 
o228333.1%
 
r228333.1%
 
a228333.1%
 

genero
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Mujer
59958 
Hombre
56651 
ValueCountFrequency (%) 
Mujer5995851.4%
 
Hombre5665148.6%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length6
Median length5
Mean length5.485820134
Min length5

Overview of Unicode Properties

Unique unicode characters9
Unique unicode categories2 ?
Unique unicode scripts1 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e11660918.2%
 
r11660918.2%
 
M599589.4%
 
u599589.4%
 
j599589.4%
 
H566518.9%
 
o566518.9%
 
m566518.9%
 
b566518.9%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter52308781.8%
 
Uppercase Letter11660918.2%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M5995851.4%
 
H5665148.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e11660922.3%
 
r11660922.3%
 
u5995811.5%
 
j5995811.5%
 
o5665110.8%
 
m5665110.8%
 
b5665110.8%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin639696100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e11660918.2%
 
r11660918.2%
 
M599589.4%
 
u599589.4%
 
j599589.4%
 
H566518.9%
 
o566518.9%
 
m566518.9%
 
b566518.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII639696100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e11660918.2%
 
r11660918.2%
 
M599589.4%
 
u599589.4%
 
j599589.4%
 
H566518.9%
 
o566518.9%
 
m566518.9%
 
b566518.9%
 

edad
Real number (ℝ≥0)

Distinct80
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.10749599
Minimum18
Maximum98
Zeros0
Zeros (%)0.0%
Memory size114.0 KiB

Quantile statistics

Minimum18
5-th percentile22
Q136
median49
Q364
95-th percentile80
Maximum98
Range80
Interquartile range (IQR)28

Descriptive statistics

Standard deviation17.93101689
Coefficient of variation (CV)0.3578509869
Kurtosis-0.8805655324
Mean50.10749599
Median Absolute Deviation (MAD)14
Skewness0.2002989726
Sum5842985
Variance321.5213668
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7630602.6%
 
4429302.5%
 
4027552.4%
 
4227252.3%
 
4327052.3%
 
5426732.3%
 
5026042.2%
 
3825082.2%
 
3924412.1%
 
3424332.1%
 
4724262.1%
 
5224252.1%
 
3723942.1%
 
5323662.0%
 
4123412.0%
 
4823112.0%
 
4923102.0%
 
4622842.0%
 
3622231.9%
 
5121761.9%
 
6420751.8%
 
3320421.8%
 
6020401.7%
 
3220141.7%
 
6319911.7%
 
Other values (55)5635748.3%
 
ValueCountFrequency (%) 
181920.2%
 
1916501.4%
 
2015231.3%
 
2114991.3%
 
2214781.3%
 
2315381.3%
 
2416321.4%
 
252050.2%
 
2617261.5%
 
2717451.5%
 
ValueCountFrequency (%) 
984< 0.1%
 
9712< 0.1%
 
969< 0.1%
 
9523< 0.1%
 
9451< 0.1%
 
9355< 0.1%
 
92820.1%
 
911130.1%
 
901830.2%
 
892110.2%
 

grupo_edad
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
25-54
62444 
+65
27140 
55-64
17513 
18-24
9512 
ValueCountFrequency (%) 
25-546244453.5%
 
+652714023.3%
 
55-641751315.0%
 
18-2495128.2%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length5
Median length5
Mean length4.534512773
Min length3

Overview of Unicode Properties

Unique unicode characters8
Unique unicode categories3 ?
Unique unicode scripts1 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
518705435.4%
 
-8946916.9%
 
48946916.9%
 
27195613.6%
 
6446538.4%
 
+271405.1%
 
195121.8%
 
895121.8%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number41215677.9%
 
Dash Punctuation8946916.9%
 
Math Symbol271405.1%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
518705445.4%
 
48946921.7%
 
27195617.5%
 
64465310.8%
 
195122.3%
 
895122.3%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-89469100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
+27140100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common528765100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
518705435.4%
 
-8946916.9%
 
48946916.9%
 
27195613.6%
 
6446538.4%
 
+271405.1%
 
195121.8%
 
895121.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII528765100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
518705435.4%
 
-8946916.9%
 
48946916.9%
 
27195613.6%
 
6446538.4%
 
+271405.1%
 
195121.8%
 
895121.8%
 

estado_civil
Categorical

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Casado/a
62348 
Soltero/a
36792 
Viudo/a
9040 
Divorciado/a
 
5314
Separado/a
 
2955
ValueCountFrequency (%) 
Casado/a6234853.5%
 
Soltero/a3679231.6%
 
Viudo/a90407.8%
 
Divorciado/a53144.6%
 
Separado/a29552.5%
 
N.C.1600.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length12
Median length8
Mean length8.465470075
Min length4

Overview of Unicode Properties

Unique unicode characters20
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a25236925.6%
 
o15855516.1%
 
/11644911.8%
 
d796578.1%
 
C625086.3%
 
s623486.3%
 
r450614.6%
 
S397474.0%
 
e397474.0%
 
l367923.7%
 
t367923.7%
 
i196682.0%
 
V90400.9%
 
u90400.9%
 
D53140.5%
 
v53140.5%
 
c53140.5%
 
p29550.3%
 
.320< 0.1%
 
N160< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter75361276.3%
 
Uppercase Letter11676911.8%
 
Other Punctuation11676911.8%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
C6250853.5%
 
S3974734.0%
 
V90407.7%
 
D53144.6%
 
N1600.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a25236933.5%
 
o15855521.0%
 
d7965710.6%
 
s623488.3%
 
r450616.0%
 
e397475.3%
 
l367924.9%
 
t367924.9%
 
i196682.6%
 
u90401.2%
 
v53140.7%
 
c53140.7%
 
p29550.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/11644999.7%
 
.3200.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin87038188.2%
 
Common11676911.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a25236929.0%
 
o15855518.2%
 
d796579.2%
 
C625087.2%
 
s623487.2%
 
r450615.2%
 
S397474.6%
 
e397474.6%
 
l367924.2%
 
t367924.2%
 
i196682.3%
 
V90401.0%
 
u90401.0%
 
D53140.6%
 
v53140.6%
 
c53140.6%
 
p29550.3%
 
N160< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
/11644999.7%
 
.3200.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII987150100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a25236925.6%
 
o15855516.1%
 
/11644911.8%
 
d796578.1%
 
C625086.3%
 
s623486.3%
 
r450614.6%
 
S397474.0%
 
e397474.0%
 
l367923.7%
 
t367923.7%
 
i196682.0%
 
V90400.9%
 
u90400.9%
 
D53140.5%
 
v53140.5%
 
c53140.5%
 
p29550.3%
 
.320< 0.1%
 
N160< 0.1%
 

nivel_educativo
Categorical

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Primaria y secundaria elemental
48909 
Universitarios
24493 
F.P.
20756 
Secundaria superior
15806 
Sin estudios
6645 
ValueCountFrequency (%) 
Primaria y secundaria elemental4890941.9%
 
Universitarios2449321.0%
 
F.P.2075617.8%
 
Secundaria superior1580613.6%
 
Sin estudios66455.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length31
Median length19
Mean length19.91406324
Min length4

Overview of Unicode Properties

Unique unicode characters22
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a30065012.9%
 
i26510811.4%
 
e25838611.1%
 
r24313110.5%
 
1691787.3%
 
n1447626.2%
 
s1269915.5%
 
m978184.2%
 
l978184.2%
 
u871663.8%
 
t800473.4%
 
d713603.1%
 
P696653.0%
 
c647152.8%
 
y489092.1%
 
o469442.0%
 
.415121.8%
 
U244931.1%
 
v244931.1%
 
S224511.0%
 
F207560.9%
 
p158060.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter197410485.0%
 
Space Separator1691787.3%
 
Uppercase Letter1373655.9%
 
Other Punctuation415121.8%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
P6966550.7%
 
U2449317.8%
 
S2245116.3%
 
F2075615.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a30065015.2%
 
i26510813.4%
 
e25838613.1%
 
r24313112.3%
 
n1447627.3%
 
s1269916.4%
 
m978185.0%
 
l978185.0%
 
u871664.4%
 
t800474.1%
 
d713603.6%
 
c647153.3%
 
y489092.5%
 
o469442.4%
 
v244931.2%
 
p158060.8%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
169178100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.41512100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin211146990.9%
 
Common2106909.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a30065014.2%
 
i26510812.6%
 
e25838612.2%
 
r24313111.5%
 
n1447626.9%
 
s1269916.0%
 
m978184.6%
 
l978184.6%
 
u871664.1%
 
t800473.8%
 
d713603.4%
 
P696653.3%
 
c647153.1%
 
y489092.3%
 
o469442.2%
 
U244931.2%
 
v244931.2%
 
S224511.1%
 
F207561.0%
 
p158060.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
16917880.3%
 
.4151219.7%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII2322159100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a30065012.9%
 
i26510811.4%
 
e25838611.1%
 
r24313110.5%
 
1691787.3%
 
n1447626.2%
 
s1269915.5%
 
m978184.2%
 
l978184.2%
 
u871663.8%
 
t800473.4%
 
d713603.1%
 
P696653.0%
 
c647152.8%
 
y489092.1%
 
o469442.0%
 
.415121.8%
 
U244931.1%
 
v244931.1%
 
S224511.0%
 
F207560.9%
 
p158060.7%
 

ideologia_politica
Real number (ℝ≥0)

Distinct10
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.596583454
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Memory size114.0 KiB

Quantile statistics

Minimum1
5-th percentile2
Q14
median5
Q35
95-th percentile8
Maximum10
Range9
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.746228684
Coefficient of variation (CV)0.3798970913
Kurtosis0.6464563415
Mean4.596583454
Median Absolute Deviation (MAD)1
Skewness0.4254278533
Sum536003
Variance3.049314617
MonotocityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
53595030.8%
 
42695423.1%
 
31741314.9%
 
6102098.8%
 
770926.1%
 
259185.1%
 
850704.3%
 
150634.3%
 
915591.3%
 
1013811.2%
 
ValueCountFrequency (%) 
150634.3%
 
259185.1%
 
31741314.9%
 
42695423.1%
 
53595030.8%
 
6102098.8%
 
770926.1%
 
850704.3%
 
915591.3%
 
1013811.2%
 
ValueCountFrequency (%) 
1013811.2%
 
915591.3%
 
850704.3%
 
770926.1%
 
6102098.8%
 
53595030.8%
 
42695423.1%
 
31741314.9%
 
259185.1%
 
150634.3%
 
Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Izquierda
50285 
Centro
46159 
Derecha
13721 
extrema_izquierda
5063 
extrema_derecha
 
1381
ValueCountFrequency (%) 
Izquierda5028543.1%
 
Centro4615939.6%
 
Derecha1372111.8%
 
extrema_izquierda50634.3%
 
extrema_derecha13811.2%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length17
Median length7
Mean length7.995540653
Min length6

Overview of Unicode Properties

Unique unicode characters19
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e14459915.5%
 
r12305313.2%
 
a768948.2%
 
i604116.5%
 
d567296.1%
 
z553485.9%
 
q553485.9%
 
u553485.9%
 
t526035.6%
 
I502855.4%
 
C461595.0%
 
n461595.0%
 
o461595.0%
 
c151021.6%
 
h151021.6%
 
D137211.5%
 
x64440.7%
 
m64440.7%
 
_64440.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter81574387.5%
 
Uppercase Letter11016511.8%
 
Connector Punctuation64440.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
I5028545.6%
 
C4615941.9%
 
D1372112.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e14459917.7%
 
r12305315.1%
 
a768949.4%
 
i604117.4%
 
d567297.0%
 
z553486.8%
 
q553486.8%
 
u553486.8%
 
t526036.4%
 
n461595.7%
 
o461595.7%
 
c151021.9%
 
h151021.9%
 
x64440.8%
 
m64440.8%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_6444100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin92590899.3%
 
Common64440.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e14459915.6%
 
r12305313.3%
 
a768948.3%
 
i604116.5%
 
d567296.1%
 
z553486.0%
 
q553486.0%
 
u553486.0%
 
t526035.7%
 
I502855.4%
 
C461595.0%
 
n461595.0%
 
o461595.0%
 
c151021.6%
 
h151021.6%
 
D137211.5%
 
x64440.7%
 
m64440.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
_6444100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII932352100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e14459915.5%
 
r12305313.2%
 
a768948.2%
 
i604116.5%
 
d567296.1%
 
z553485.9%
 
q553485.9%
 
u553485.9%
 
t526035.6%
 
I502855.4%
 
C461595.0%
 
n461595.0%
 
o461595.0%
 
c151021.6%
 
h151021.6%
 
D137211.5%
 
x64440.7%
 
m64440.7%
 
_64440.7%
 

religion
Categorical

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Católico/a
81274 
No creyente
18205 
Ateo/a
11374 
Creyente de otra religión
 
2985
N.C.
 
2771
ValueCountFrequency (%) 
Católico/a8127469.7%
 
No creyente1820515.6%
 
Ateo/a113749.8%
 
Creyente de otra religión29852.6%
 
N.C.27712.4%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length25
Median length10
Mean length10.00735792
Min length4

Overview of Unicode Properties

Unique unicode characters19
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a17690715.2%
 
t11682310.0%
 
o1138389.8%
 
c994798.5%
 
/926487.9%
 
i872447.5%
 
C870307.5%
 
ó842597.2%
 
l842597.2%
 
e809146.9%
 
271602.3%
 
r271602.3%
 
n241752.1%
 
y211901.8%
 
N209761.8%
 
A113741.0%
 
.55420.5%
 
d29850.3%
 
g29850.3%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter92221879.0%
 
Uppercase Letter11938010.2%
 
Other Punctuation981908.4%
 
Space Separator271602.3%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
C8703072.9%
 
N2097617.6%
 
A113749.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a17690719.2%
 
t11682312.7%
 
o11383812.3%
 
c9947910.8%
 
i872449.5%
 
ó842599.1%
 
l842599.1%
 
e809148.8%
 
r271602.9%
 
n241752.6%
 
y211902.3%
 
d29850.3%
 
g29850.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/9264894.4%
 
.55425.6%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
27160100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin104159889.3%
 
Common12535010.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a17690717.0%
 
t11682311.2%
 
o11383810.9%
 
c994799.6%
 
i872448.4%
 
C870308.4%
 
ó842598.1%
 
l842598.1%
 
e809147.8%
 
r271602.6%
 
n241752.3%
 
y211902.0%
 
N209762.0%
 
A113741.1%
 
d29850.3%
 
g29850.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
/9264873.9%
 
2716021.7%
 
.55424.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII108268992.8%
 
None842597.2%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a17690716.3%
 
t11682310.8%
 
o11383810.5%
 
c994799.2%
 
/926488.6%
 
i872448.1%
 
C870308.0%
 
l842597.8%
 
e809147.5%
 
271602.5%
 
r271602.5%
 
n241752.2%
 
y211902.0%
 
N209761.9%
 
A113741.1%
 
.55420.5%
 
d29850.3%
 
g29850.3%
 

Most frequent None characters

ValueCountFrequency (%) 
ó84259100.0%
 
Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Casi nunca
50237 
N.C.
33234 
Varias veces al año
11990 
Casi todos los domingos y festivos
11532 
Alguna vez al mes
7650 
ValueCountFrequency (%) 
Casi nunca5023743.1%
 
N.C.3323428.5%
 
Varias veces al año1199010.3%
 
Casi todos los domingos y festivos115329.9%
 
Alguna vez al mes76506.6%
 
Varias veces a la semana19661.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length34
Median length10
Mean length12.28411186
Min length4

Overview of Unicode Properties

Unique unicode characters25
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a18706213.1%
 
17468112.2%
 
s15695711.0%
 
n1216228.5%
 
i987896.9%
 
C950036.6%
 
o811825.7%
 
.664684.6%
 
c641934.5%
 
u578874.0%
 
e567104.0%
 
l407882.8%
 
N332342.3%
 
v331382.3%
 
t230641.6%
 
d230641.6%
 
m211481.5%
 
g191821.3%
 
V139561.0%
 
r139561.0%
 
ñ119900.8%
 
y115320.8%
 
f115320.8%
 
A76500.5%
 
z76500.5%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter104144672.7%
 
Space Separator17468112.2%
 
Uppercase Letter14984310.5%
 
Other Punctuation664684.6%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
C9500363.4%
 
N3323422.2%
 
V139569.3%
 
A76505.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a18706218.0%
 
s15695715.1%
 
n12162211.7%
 
i987899.5%
 
o811827.8%
 
c641936.2%
 
u578875.6%
 
e567105.4%
 
l407883.9%
 
v331383.2%
 
t230642.2%
 
d230642.2%
 
m211482.0%
 
g191821.8%
 
r139561.3%
 
ñ119901.2%
 
y115321.1%
 
f115321.1%
 
z76500.7%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
174681100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.66468100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin119128983.2%
 
Common24114916.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a18706215.7%
 
s15695713.2%
 
n12162210.2%
 
i987898.3%
 
C950038.0%
 
o811826.8%
 
c641935.4%
 
u578874.9%
 
e567104.8%
 
l407883.4%
 
N332342.8%
 
v331382.8%
 
t230641.9%
 
d230641.9%
 
m211481.8%
 
g191821.6%
 
V139561.2%
 
r139561.2%
 
ñ119901.0%
 
y115321.0%
 
f115321.0%
 
A76500.6%
 
z76500.6%
 

Most frequent Common characters

ValueCountFrequency (%) 
17468172.4%
 
.6646827.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII142044899.2%
 
None119900.8%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a18706213.2%
 
17468112.3%
 
s15695711.0%
 
n1216228.6%
 
i987897.0%
 
C950036.7%
 
o811825.7%
 
.664684.7%
 
c641934.5%
 
u578874.1%
 
e567104.0%
 
l407882.9%
 
N332342.3%
 
v331382.3%
 
t230641.6%
 
d230641.6%
 
m211481.5%
 
g191821.4%
 
V139561.0%
 
r139561.0%
 
y115320.8%
 
f115320.8%
 
A76500.5%
 
z76500.5%
 

Most frequent None characters

ValueCountFrequency (%) 
ñ11990100.0%
 
Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Trabajadores
50240 
Jubilados
29902 
Parados
22435 
Trabajadores no remunerados
8354 
Estudiante
5343 
ValueCountFrequency (%) 
Trabajadores5024043.1%
 
Jubilados2990225.6%
 
Parados2243519.2%
 
Trabajadores no remunerados83547.2%
 
Estudiante53434.6%
 
Otros3350.3%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length27
Median length12
Mean length11.23160305
Min length5

Overview of Unicode Properties

Unique unicode characters20
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a26425120.2%
 
r15666612.0%
 
o1279749.8%
 
s1249639.5%
 
d1246289.5%
 
b884966.8%
 
e806456.2%
 
T585944.5%
 
j585944.5%
 
u435993.3%
 
i352452.7%
 
J299022.3%
 
l299022.3%
 
P224351.7%
 
n220511.7%
 
167081.3%
 
t110210.8%
 
m83540.6%
 
E53430.4%
 
O335< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter117638989.8%
 
Uppercase Letter1166098.9%
 
Space Separator167081.3%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
T5859450.2%
 
J2990225.6%
 
P2243519.2%
 
E53434.6%
 
O3350.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a26425122.5%
 
r15666613.3%
 
o12797410.9%
 
s12496310.6%
 
d12462810.6%
 
b884967.5%
 
e806456.9%
 
j585945.0%
 
u435993.7%
 
i352453.0%
 
l299022.5%
 
n220511.9%
 
t110210.9%
 
m83540.7%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
16708100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin129299898.7%
 
Common167081.3%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a26425120.4%
 
r15666612.1%
 
o1279749.9%
 
s1249639.7%
 
d1246289.6%
 
b884966.8%
 
e806456.2%
 
T585944.5%
 
j585944.5%
 
u435993.4%
 
i352452.7%
 
J299022.3%
 
l299022.3%
 
P224351.7%
 
n220511.7%
 
t110210.9%
 
m83540.6%
 
E53430.4%
 
O335< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
16708100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1309706100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a26425120.2%
 
r15666612.0%
 
o1279749.8%
 
s1249639.5%
 
d1246289.5%
 
b884966.8%
 
e806456.2%
 
T585944.5%
 
j585944.5%
 
u435993.3%
 
i352452.7%
 
J299022.3%
 
l299022.3%
 
P224351.7%
 
n220511.7%
 
167081.3%
 
t110210.8%
 
m83540.6%
 
E53430.4%
 
O335< 0.1%
 
Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Jubilados/as y pensionistas
29902 
Parados/as
22435 
Técnicos/as y cuadros medios
13212 
Obreros/as no cualificados/as
11889 
Trabajo doméstico no remunerado
8354 
Other values (7)
30817 
ValueCountFrequency (%) 
Jubilados/as y pensionistas2990225.6%
 
Parados/as2243519.2%
 
Técnicos/as y cuadros medios1321211.3%
 
Obreros/as no cualificados/as1188910.2%
 
Trabajo doméstico no remunerado83547.2%
 
Obreros/as cualificados/as69906.0%
 
Empleados/as de oficinas y servicios61025.2%
 
Estudiantes53434.6%
 
Directores/as y profesionales51404.4%
 
Pequeños/as empresarios/as46504.0%
 
No clasificables17481.5%
 
Agricultores/as8440.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length36
Median length27
Mean length23.80749342
Min length10

Overview of Unicode Properties

Unique unicode characters33
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
s42128815.2%
 
a33623212.1%
 
o2589109.3%
 
i2112637.6%
 
1963567.1%
 
e1441025.2%
 
d1318954.8%
 
r1309774.7%
 
/1246934.5%
 
n1181984.3%
 
c1074323.9%
 
u811842.9%
 
l643632.3%
 
b588832.1%
 
t549262.0%
 
y543562.0%
 
p457941.6%
 
m406721.5%
 
f318691.1%
 
J299021.1%
 
P270851.0%
 
T215660.8%
 
é215660.8%
 
O188790.7%
 
E114450.4%
 
Other values (8)323321.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter233851084.2%
 
Space Separator1963567.1%
 
Other Punctuation1246934.5%
 
Uppercase Letter1166094.2%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
J2990225.6%
 
P2708523.2%
 
T2156618.5%
 
O1887916.2%
 
E114459.8%
 
D51404.4%
 
N17481.5%
 
A8440.7%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
s42128818.0%
 
a33623214.4%
 
o25891011.1%
 
i2112639.0%
 
e1441026.2%
 
d1318955.6%
 
r1309775.6%
 
n1181985.1%
 
c1074324.6%
 
u811843.5%
 
l643632.8%
 
b588832.5%
 
t549262.3%
 
y543562.3%
 
p457942.0%
 
m406721.7%
 
f318691.4%
 
é215660.9%
 
j83540.4%
 
v61020.3%
 
q46500.2%
 
ñ46500.2%
 
g844< 0.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
196356100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/124693100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin245511988.4%
 
Common32104911.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
s42128817.2%
 
a33623213.7%
 
o25891010.5%
 
i2112638.6%
 
e1441025.9%
 
d1318955.4%
 
r1309775.3%
 
n1181984.8%
 
c1074324.4%
 
u811843.3%
 
l643632.6%
 
b588832.4%
 
t549262.2%
 
y543562.2%
 
p457941.9%
 
m406721.7%
 
f318691.3%
 
J299021.2%
 
P270851.1%
 
T215660.9%
 
é215660.9%
 
O188790.8%
 
E114450.5%
 
j83540.3%
 
v61020.2%
 
Other values (6)178760.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
19635661.2%
 
/12469338.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII274995299.1%
 
None262160.9%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
s42128815.3%
 
a33623212.2%
 
o2589109.4%
 
i2112637.7%
 
1963567.1%
 
e1441025.2%
 
d1318954.8%
 
r1309774.8%
 
/1246934.5%
 
n1181984.3%
 
c1074323.9%
 
u811843.0%
 
l643632.3%
 
b588832.1%
 
t549262.0%
 
y543562.0%
 
p457941.7%
 
m406721.5%
 
f318691.2%
 
J299021.1%
 
P270851.0%
 
T215660.8%
 
O188790.7%
 
E114450.4%
 
j83540.3%
 
Other values (6)193280.7%
 

Most frequent None characters

ValueCountFrequency (%) 
é2156682.3%
 
ñ465017.7%
 
Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Regular
56356 
Buena
37105 
Mala
15682 
Muy mala
 
5583
Muy buena
 
1422
ValueCountFrequency (%) 
Regular5635648.3%
 
Buena3710531.8%
 
Mala1568213.4%
 
Muy mala55834.8%
 
Muy buena14221.2%
 
NS/NC4610.4%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length9
Median length7
Mean length6.024509257
Min length4

Overview of Unicode Properties

Unique unicode characters18
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a13741319.6%
 
u10188814.5%
 
e9488313.5%
 
l7762111.0%
 
R563568.0%
 
g563568.0%
 
r563568.0%
 
n385275.5%
 
B371055.3%
 
M226873.2%
 
y70051.0%
 
70051.0%
 
m55830.8%
 
b14220.2%
 
N9220.1%
 
S4610.1%
 
/4610.1%
 
C4610.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter57705482.1%
 
Uppercase Letter11799216.8%
 
Space Separator70051.0%
 
Other Punctuation4610.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
R5635647.8%
 
B3710531.4%
 
M2268719.2%
 
N9220.8%
 
S4610.4%
 
C4610.4%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a13741323.8%
 
u10188817.7%
 
e9488316.4%
 
l7762113.5%
 
g563569.8%
 
r563569.8%
 
n385276.7%
 
y70051.2%
 
m55831.0%
 
b14220.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
7005100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/461100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin69504698.9%
 
Common74661.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a13741319.8%
 
u10188814.7%
 
e9488313.7%
 
l7762111.2%
 
R563568.1%
 
g563568.1%
 
r563568.1%
 
n385275.5%
 
B371055.3%
 
M226873.3%
 
y70051.0%
 
m55830.8%
 
b14220.2%
 
N9220.1%
 
S4610.1%
 
C4610.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
700593.8%
 
/4616.2%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII702512100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a13741319.6%
 
u10188814.5%
 
e9488313.5%
 
l7762111.0%
 
R563568.0%
 
g563568.0%
 
r563568.0%
 
n385275.5%
 
B371055.3%
 
M226873.2%
 
y70051.0%
 
70051.0%
 
m55830.8%
 
b14220.2%
 
N9220.1%
 
S4610.1%
 
/4610.1%
 
C4610.1%
 
Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Igual
71173 
Mejor
23773 
NS/NC
12302 
Peor
9361 
ValueCountFrequency (%) 
Igual7117361.0%
 
Mejor2377320.4%
 
NS/NC1230210.5%
 
Peor93618.0%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length5
Median length5
Mean length4.919723177
Min length4

Overview of Unicode Properties

Unique unicode characters15
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
I7117312.4%
 
g7117312.4%
 
u7117312.4%
 
a7117312.4%
 
l7117312.4%
 
e331345.8%
 
o331345.8%
 
r331345.8%
 
N246044.3%
 
M237734.1%
 
j237734.1%
 
S123022.1%
 
/123022.1%
 
C123022.1%
 
P93611.6%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter40786771.1%
 
Uppercase Letter15351526.8%
 
Other Punctuation123022.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
I7117346.4%
 
N2460416.0%
 
M2377315.5%
 
S123028.0%
 
C123028.0%
 
P93616.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
g7117317.5%
 
u7117317.5%
 
a7117317.5%
 
l7117317.5%
 
e331348.1%
 
o331348.1%
 
r331348.1%
 
j237735.8%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/12302100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin56138297.9%
 
Common123022.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
I7117312.7%
 
g7117312.7%
 
u7117312.7%
 
a7117312.7%
 
l7117312.7%
 
e331345.9%
 
o331345.9%
 
r331345.9%
 
N246044.4%
 
M237734.2%
 
j237734.2%
 
S123022.2%
 
C123022.2%
 
P93611.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
/12302100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII573684100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
I7117312.4%
 
g7117312.4%
 
u7117312.4%
 
a7117312.4%
 
l7117312.4%
 
e331345.8%
 
o331345.8%
 
r331345.8%
 
N246044.3%
 
M237734.1%
 
j237734.1%
 
S123022.1%
 
/123022.1%
 
C123022.1%
 
P93611.6%
 

persona_max_ingresos
Real number (ℝ)

ZEROS

Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1098.731466
Minimum-1
Maximum9000
Zeros7720
Zeros (%)6.6%
Memory size911.1 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q10
median1050.5
Q31500.5
95-th percentile3750.5
Maximum9000
Range9001
Interquartile range (IQR)1500.5

Descriptive statistics

Standard deviation1173.521595
Coefficient of variation (CV)1.068069525
Kurtosis8.865253564
Mean1098.731466
Median Absolute Deviation (MAD)1050
Skewness2.120963278
Sum128121977.5
Variance1377152.935
MonotocityNot monotonic
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
-12679023.0%
 
1500.51851715.9%
 
1050.51624213.9%
 
750.51412012.1%
 
2100.5115209.9%
 
450.578546.7%
 
077206.6%
 
2700.567355.8%
 
3750.543763.8%
 
15011561.0%
 
5250.510710.9%
 
90005080.4%
 
ValueCountFrequency (%) 
-12679023.0%
 
077206.6%
 
15011561.0%
 
450.578546.7%
 
750.51412012.1%
 
1050.51624213.9%
 
1500.51851715.9%
 
2100.5115209.9%
 
2700.567355.8%
 
3750.543763.8%
 
ValueCountFrequency (%) 
90005080.4%
 
5250.510710.9%
 
3750.543763.8%
 
2700.567355.8%
 
2100.5115209.9%
 
1500.51851715.9%
 
1050.51624213.9%
 
750.51412012.1%
 
450.578546.7%
 
15011561.0%
 

ingresos_hogar
Categorical

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
N.C.
31852 
De 1.201 a 1.800 &euro;
17837 
De 901 a 1.200 &euro;
15114 
De 601 a 900 &euro;
12725 
De 1.801 a 2.400 &euro;
11356 
Other values (8)
27725 
ValueCountFrequency (%) 
N.C.3185227.3%
 
De 1.201 a 1.800 &euro;1783715.3%
 
De 901 a 1.200 &euro;1511413.0%
 
De 601 a 900 &euro;1272510.9%
 
De 1.801 a 2.400 &euro;113569.7%
 
N.S.71816.2%
 
De 2.401 a 3.000 &euro;66905.7%
 
De 301 a 600 &euro;65625.6%
 
De 3.001 a 4.500 &euro;43653.7%
 
De 4.501 a 6.000 &euro;10690.9%
 
Menos o igual a 300 &euro;7530.6%
 
No tienen ingresos de ningún tipo6110.5%
 
Más de 6.000 &euro;4940.4%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length33
Median length19
Mean length15.77405689
Min length4

Overview of Unicode Properties

Unique unicode characters33
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
31117416.9%
 
024226613.2%
 
.1763089.6%
 
e1563748.5%
 
11378627.5%
 
o803044.4%
 
u777184.2%
 
r775764.2%
 
a772244.2%
 
&769654.2%
 
;769654.2%
 
D757184.1%
 
2509972.8%
 
N396442.2%
 
C318521.7%
 
8291931.6%
 
9278391.5%
 
4234801.3%
 
6208501.1%
 
3183701.0%
 
S71810.4%
 
554340.3%
 
n44190.2%
 
i31970.2%
 
s24690.1%
 
Other values (8)80180.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number55629130.2%
 
Lowercase Letter48605226.4%
 
Other Punctuation33023818.0%
 
Space Separator31117416.9%
 
Uppercase Letter1556428.5%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
D7571848.6%
 
N3964425.5%
 
C3185220.5%
 
S71814.6%
 
M12470.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e15637432.2%
 
o8030416.5%
 
u7771816.0%
 
r7757616.0%
 
a7722415.9%
 
n44190.9%
 
i31970.7%
 
s24690.5%
 
g19750.4%
 
t12220.3%
 
d11050.2%
 
l7530.2%
 
ú6110.1%
 
p6110.1%
 
á4940.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
311174100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
024226643.6%
 
113786224.8%
 
2509979.2%
 
8291935.2%
 
9278395.0%
 
4234804.2%
 
6208503.7%
 
3183703.3%
 
554341.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.17630853.4%
 
&7696523.3%
 
;7696523.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common119770365.1%
 
Latin64169434.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e15637424.4%
 
o8030412.5%
 
u7771812.1%
 
r7757612.1%
 
a7722412.0%
 
D7571811.8%
 
N396446.2%
 
C318525.0%
 
S71811.1%
 
n44190.7%
 
i31970.5%
 
s24690.4%
 
g19750.3%
 
M12470.2%
 
t12220.2%
 
d11050.2%
 
l7530.1%
 
ú6110.1%
 
p6110.1%
 
á4940.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
31117426.0%
 
024226620.2%
 
.17630814.7%
 
113786211.5%
 
&769656.4%
 
;769656.4%
 
2509974.3%
 
8291932.4%
 
9278392.3%
 
4234802.0%
 
6208501.7%
 
3183701.5%
 
554340.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII183829299.9%
 
None11050.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
31117416.9%
 
024226613.2%
 
.1763089.6%
 
e1563748.5%
 
11378627.5%
 
o803044.4%
 
u777184.2%
 
r775764.2%
 
a772244.2%
 
&769654.2%
 
;769654.2%
 
D757184.1%
 
2509972.8%
 
N396442.2%
 
C318521.7%
 
8291931.6%
 
9278391.5%
 
4234801.3%
 
6208501.1%
 
3183701.0%
 
S71810.4%
 
554340.3%
 
n44190.2%
 
i31970.2%
 
s24690.1%
 
Other values (6)69130.4%
 

Most frequent None characters

ValueCountFrequency (%) 
ú61155.3%
 
á49444.7%
 
Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
N.C.
27135 
No tiene ingresos de ningún tipo
21537 
De 601 a 900 &euro;
16234 
De 901 a 1.200 &euro;
15124 
De 301 a 600 &euro;
13129 
Other values (7)
23450 
ValueCountFrequency (%) 
N.C.2713523.3%
 
No tiene ingresos de ningún tipo2153718.5%
 
De 601 a 900 &euro;1623413.9%
 
De 901 a 1.200 &euro;1512413.0%
 
De 301 a 600 &euro;1312911.3%
 
De 1.201 a 1.800 &euro;1305611.2%
 
De 1.801 a 2.400 &euro;51594.4%
 
Menos o igual a 300 &euro;28992.5%
 
De 2.401 a 3.000 &euro;14871.3%
 
De 3.001 a 4.500 &euro;5940.5%
 
De 4.501 a 6.000 &euro;1370.1%
 
Más de 6.000 &euro;1180.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length32
Median length21
Mean length19.04484216
Min length4

Overview of Unicode Properties

Unique unicode characters32
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
38221417.2%
 
e22202210.0%
 
02031309.1%
 
o1383466.2%
 
11113155.0%
 
n1105845.0%
 
.1103785.0%
 
r894744.0%
 
i890474.0%
 
u708363.2%
 
a707183.2%
 
&679373.1%
 
;679373.1%
 
D649202.9%
 
N486722.2%
 
s460912.1%
 
g459732.1%
 
t430741.9%
 
2348261.6%
 
9313581.4%
 
6296181.3%
 
C271351.2%
 
d216551.0%
 
ú215371.0%
 
p215371.0%
 
Other values (7)504662.3%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter99391144.8%
 
Decimal Number45467920.5%
 
Space Separator38221417.2%
 
Other Punctuation24625211.1%
 
Uppercase Letter1437446.5%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
D6492045.2%
 
N4867233.9%
 
C2713518.9%
 
M30172.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e22202222.3%
 
o13834613.9%
 
n11058411.1%
 
r894749.0%
 
i890479.0%
 
u708367.1%
 
a707187.1%
 
s460914.6%
 
g459734.6%
 
t430744.3%
 
d216552.2%
 
ú215372.2%
 
p215372.2%
 
l28990.3%
 
á118< 0.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
382214100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.11037844.8%
 
&6793727.6%
 
;6793727.6%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
020313044.7%
 
111131524.5%
 
2348267.7%
 
9313586.9%
 
6296186.5%
 
8182154.0%
 
3181094.0%
 
473771.6%
 
57310.2%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin113765551.2%
 
Common108314548.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e22202219.5%
 
o13834612.2%
 
n1105849.7%
 
r894747.9%
 
i890477.8%
 
u708366.2%
 
a707186.2%
 
D649205.7%
 
N486724.3%
 
s460914.1%
 
g459734.0%
 
t430743.8%
 
C271352.4%
 
d216551.9%
 
ú215371.9%
 
p215371.9%
 
M30170.3%
 
l28990.3%
 
á118< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
38221435.3%
 
020313018.8%
 
111131510.3%
 
.11037810.2%
 
&679376.3%
 
;679376.3%
 
2348263.2%
 
9313582.9%
 
6296182.7%
 
8182151.7%
 
3181091.7%
 
473770.7%
 
57310.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII219914599.0%
 
None216551.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
38221417.4%
 
e22202210.1%
 
02031309.2%
 
o1383466.3%
 
11113155.1%
 
n1105845.0%
 
.1103785.0%
 
r894744.1%
 
i890474.0%
 
u708363.2%
 
a707183.2%
 
&679373.1%
 
;679373.1%
 
D649203.0%
 
N486722.2%
 
s460912.1%
 
g459732.1%
 
t430742.0%
 
2348261.6%
 
9313581.4%
 
6296181.3%
 
C271351.2%
 
d216551.0%
 
p215371.0%
 
8182150.8%
 
Other values (5)321331.5%
 

Most frequent None characters

ValueCountFrequency (%) 
ú2153799.5%
 
á1180.5%
 

min_ingresos_hogar
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size5.8 MiB

max_ingresos_hogar
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size5.8 MiB

min_ingresos_personales
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size5.4 MiB

max_ingresos_personales
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size5.5 MiB

ingresos
Real number (ℝ≥0)

ZEROS

Distinct4071
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1508.319388
Minimum0
Maximum9000
Zeros7720
Zeros (%)6.6%
Memory size911.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q1750.5
median1500.5
Q32100.5
95-th percentile3750.5
Maximum9000
Range9000
Interquartile range (IQR)1350

Descriptive statistics

Standard deviation1114.043082
Coefficient of variation (CV)0.7385989275
Kurtosis8.555216792
Mean1508.319388
Median Absolute Deviation (MAD)600
Skewness1.964462025
Sum175883615.5
Variance1241091.989
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1500.51851715.9%
 
1050.51624213.9%
 
750.51412012.1%
 
2100.5115209.9%
 
450.578546.7%
 
077206.6%
 
2700.567355.8%
 
3750.543763.8%
 
15011631.0%
 
5250.510710.9%
 
90005080.4%
 
154522< 0.1%
 
80222< 0.1%
 
177621< 0.1%
 
134021< 0.1%
 
127319< 0.1%
 
161919< 0.1%
 
147019< 0.1%
 
194819< 0.1%
 
180219< 0.1%
 
166119< 0.1%
 
206119< 0.1%
 
133718< 0.1%
 
162118< 0.1%
 
150218< 0.1%
 
Other values (4046)2651022.7%
 
ValueCountFrequency (%) 
077206.6%
 
15011631.0%
 
1512< 0.1%
 
1523< 0.1%
 
1533< 0.1%
 
1541< 0.1%
 
1559< 0.1%
 
1566< 0.1%
 
1577< 0.1%
 
1585< 0.1%
 
ValueCountFrequency (%) 
90005080.4%
 
57931< 0.1%
 
56101< 0.1%
 
55381< 0.1%
 
55341< 0.1%
 
54861< 0.1%
 
54131< 0.1%
 
53551< 0.1%
 
53401< 0.1%
 
53331< 0.1%
 

es_español
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Española
113032 
Española y otra
 
3577
ValueCountFrequency (%) 
Española11303296.9%
 
Española y otra35773.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length15
Median length8
Mean length8.214726136
Min length8

Overview of Unicode Properties

Unique unicode characters11
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a23679524.7%
 
o12018612.5%
 
E11660912.2%
 
s11660912.2%
 
p11660912.2%
 
ñ11660912.2%
 
l11660912.2%
 
71540.7%
 
y35770.4%
 
t35770.4%
 
r35770.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter83414887.1%
 
Uppercase Letter11660912.2%
 
Space Separator71540.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
E116609100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a23679528.4%
 
o12018614.4%
 
s11660914.0%
 
p11660914.0%
 
ñ11660914.0%
 
l11660914.0%
 
y35770.4%
 
t35770.4%
 
r35770.4%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
7154100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin95075799.3%
 
Common71540.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a23679524.9%
 
o12018612.6%
 
E11660912.3%
 
s11660912.3%
 
p11660912.3%
 
ñ11660912.3%
 
l11660912.3%
 
y35770.4%
 
t35770.4%
 
r35770.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
7154100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII84130287.8%
 
None11660912.2%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a23679528.1%
 
o12018614.3%
 
E11660913.9%
 
s11660913.9%
 
p11660913.9%
 
l11660913.9%
 
71540.9%
 
y35770.4%
 
t35770.4%
 
r35770.4%
 

Most frequent None characters

ValueCountFrequency (%) 
ñ116609100.0%
 

CCAA
Categorical

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
Andalucía
21022 
Cataluña
18166 
Madrid (Comunidad de)
15487 
Comunitat Valenciana
12119 
Galicia
7544 
Other values (14)
42271 
ValueCountFrequency (%) 
Andalucía2102218.0%
 
Cataluña1816615.6%
 
Madrid (Comunidad de)1548713.3%
 
Comunitat Valenciana1211910.4%
 
Galicia75446.5%
 
Castilla y León67155.8%
 
País Vasco57164.9%
 
Castilla-La Mancha51924.5%
 
Canarias51184.4%
 
Murcia (Región de)34032.9%
 
Aragón33722.9%
 
Asturias (Principado de)29402.5%
 
Extremadura29242.5%
 
Balears (Illes)25922.2%
 
Navarra (Comunidad Foral de)15991.4%
 
Cantabria15701.3%
 
Rioja (La)7670.7%
 
Ceuta (Ciudad autónoma de)1880.2%
 
Melilla (Ciudad autónoma de)1750.2%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length28
Median length10
Mean length13.26377895
Min length6

Overview of Unicode Properties

Unique unicode characters41
Unique unicode categories6 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a29663419.2%
 
d1165507.5%
 
i1074256.9%
 
n1031386.7%
 
l925656.0%
 
893625.8%
 
u785745.1%
 
C665174.3%
 
t622964.0%
 
c579363.7%
 
e545003.5%
 
r480673.1%
 
o405902.6%
 
s395212.6%
 
m324922.1%
 
A273341.8%
 
(271511.8%
 
)271511.8%
 
í267381.7%
 
M242571.6%
 
ñ181661.2%
 
V178351.2%
 
ó138530.9%
 
L126740.8%
 
P86560.6%
 
Other values (16)566943.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter121752778.7%
 
Uppercase Letter18029311.7%
 
Space Separator893625.8%
 
Open Punctuation271511.8%
 
Close Punctuation271511.8%
 
Dash Punctuation51920.3%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
C6651736.9%
 
A2733415.2%
 
M2425713.5%
 
V178359.9%
 
L126747.0%
 
P86564.8%
 
G75444.2%
 
R41702.3%
 
E29241.6%
 
B25921.4%
 
I25921.4%
 
N15990.9%
 
F15990.9%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a29663424.4%
 
d1165509.6%
 
i1074258.8%
 
n1031388.5%
 
l925657.6%
 
u785746.5%
 
t622965.1%
 
c579364.8%
 
e545004.5%
 
r480673.9%
 
o405903.3%
 
s395213.2%
 
m324922.7%
 
í267382.2%
 
ñ181661.5%
 
ó138531.1%
 
g67750.6%
 
y67150.6%
 
h51920.4%
 
p29400.2%
 
x29240.2%
 
v15990.1%
 
b15700.1%
 
j7670.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
89362100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-5192100.0%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(27151100.0%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)27151100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin139782090.4%
 
Common1488569.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a29663421.2%
 
d1165508.3%
 
i1074257.7%
 
n1031387.4%
 
l925656.6%
 
u785745.6%
 
C665174.8%
 
t622964.5%
 
c579364.1%
 
e545003.9%
 
r480673.4%
 
o405902.9%
 
s395212.8%
 
m324922.3%
 
A273342.0%
 
í267381.9%
 
M242571.7%
 
ñ181661.3%
 
V178351.3%
 
ó138531.0%
 
L126740.9%
 
P86560.6%
 
G75440.5%
 
g67750.5%
 
y67150.5%
 
Other values (12)304682.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
8936260.0%
 
(2715118.2%
 
)2715118.2%
 
-51923.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII148791996.2%
 
None587573.8%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a29663419.9%
 
d1165507.8%
 
i1074257.2%
 
n1031386.9%
 
l925656.2%
 
893626.0%
 
u785745.3%
 
C665174.5%
 
t622964.2%
 
c579363.9%
 
e545003.7%
 
r480673.2%
 
o405902.7%
 
s395212.7%
 
m324922.2%
 
A273341.8%
 
(271511.8%
 
)271511.8%
 
M242571.6%
 
V178351.2%
 
L126740.9%
 
P86560.6%
 
G75440.5%
 
g67750.5%
 
y67150.5%
 
Other values (13)356602.4%
 

Most frequent None characters

ValueCountFrequency (%) 
í2673845.5%
 
ñ1816630.9%
 
ó1385323.6%
 

num_poblacion
Categorical

Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size911.1 KiB
10.001 a 50.000 habitantes
30413 
100.001 a 400.000 habitantes
26024 
2.001 a 10.000 habitantes
17325 
50.001 a 100.000 habitantes
14429 
Más de 1.000.000 habitantes
11759 
Other values (2)
16659 
ValueCountFrequency (%) 
10.001 a 50.000 habitantes3041326.1%
 
100.001 a 400.000 habitantes2602422.3%
 
2.001 a 10.000 habitantes1732514.9%
 
50.001 a 100.000 habitantes1442912.4%
 
Más de 1.000.000 habitantes1175910.1%
 
400.001 a 1.000.000 habitantes84177.2%
 
Menos o igual a 2.000 habitantes82427.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length32
Median length27
Mean length27.23516195
Min length25

Overview of Unicode Properties

Unique unicode characters22
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
084593926.6%
 
36631111.5%
 
a34631010.9%
 
.2333937.3%
 
t2332187.3%
 
12049756.5%
 
e1366104.3%
 
s1366104.3%
 
i1248513.9%
 
n1248513.9%
 
h1166093.7%
 
b1166093.7%
 
5448421.4%
 
4344411.1%
 
2255670.8%
 
M200010.6%
 
o164840.5%
 
á117590.4%
 
d117590.4%
 
g82420.3%
 
u82420.3%
 
l82420.3%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter140039644.1%
 
Decimal Number115576436.4%
 
Space Separator36631111.5%
 
Other Punctuation2333937.3%
 
Uppercase Letter200010.6%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
084593973.2%
 
120497517.7%
 
5448423.9%
 
4344413.0%
 
2255672.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.233393100.0%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
366311100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a34631024.7%
 
t23321816.7%
 
e1366109.8%
 
s1366109.8%
 
i1248518.9%
 
n1248518.9%
 
h1166098.3%
 
b1166098.3%
 
o164841.2%
 
á117590.8%
 
d117590.8%
 
g82420.6%
 
u82420.6%
 
l82420.6%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M20001100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common175546855.3%
 
Latin142039744.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
084593948.2%
 
36631120.9%
 
.23339313.3%
 
120497511.7%
 
5448422.6%
 
4344412.0%
 
2255671.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a34631024.4%
 
t23321816.4%
 
e1366109.6%
 
s1366109.6%
 
i1248518.8%
 
n1248518.8%
 
h1166098.2%
 
b1166098.2%
 
M200011.4%
 
o164841.2%
 
á117590.8%
 
d117590.8%
 
g82420.6%
 
u82420.6%
 
l82420.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII316410699.6%
 
None117590.4%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
084593926.7%
 
36631111.6%
 
a34631010.9%
 
.2333937.4%
 
t2332187.4%
 
12049756.5%
 
e1366104.3%
 
s1366104.3%
 
i1248513.9%
 
n1248513.9%
 
h1166093.7%
 
b1166093.7%
 
5448421.4%
 
4344411.1%
 
2255670.8%
 
M200010.6%
 
o164840.5%
 
d117590.4%
 
g82420.3%
 
u82420.3%
 
l82420.3%
 

Most frequent None characters

ValueCountFrequency (%) 
á11759100.0%
 

min_habitantes
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size6.7 MiB

max_habitantes
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size6.7 MiB

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

df_indexAñoMesfelicidadfelicidad_grupogeneroedadgrupo_edadestado_civilnivel_educativoideologia_politicaideologia_politica_gruporeligionpracticante_religionsituacion_laboralsituacion_socioeconomicasituacion_economicaprediccion_situacion_economicapersona_max_ingresosingresos_hogaringresos_personalesmin_ingresos_hogarmax_ingresos_hogarmin_ingresos_personalesmax_ingresos_personalesingresoses_españolCCAAnum_poblacionmin_habitantesmax_habitantes
049542014-03-016.0normalMujer6055-64Casado/aPrimaria y secundaria elemental4IzquierdaCatólico/aVarias veces al añoTrabajadores no remuneradosTrabajo doméstico no remuneradoRegularPeor1050.5De 901 a 1.200 &euro;No tiene ingresos de ningún tipo9011200001050.5EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
149552014-03-0110.0muy_felizHombre3425-54Soltero/aF.P.3IzquierdaAteo/aN.C.TrabajadoresObreros/as cualificados/asBuenaIgual-1.0N.C.N.C.-1-1-1-1828.0EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
249562014-03-017.0felizMujer2725-54Soltero/aUniversitarios2IzquierdaNo creyenteN.C.ParadosParados/asMalaMejor1500.5De 1.201 a 1.800 &euro;De 601 a 900 &euro;120118006019001500.5EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
349572014-03-014.0infelizHombre5125-54Casado/aPrimaria y secundaria elemental3IzquierdaNo creyenteN.C.ParadosParados/asMalaNS/NC-1.0N.C.N.C.-1-1-1-1842.0EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
449582014-03-016.0normalHombre4325-54Casado/aSecundaria superior2IzquierdaCatólico/aCasi nuncaParadosParados/asRegularMejor1500.5De 1.201 a 1.800 &euro;De 601 a 900 &euro;120118006019001500.5EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
549592014-03-016.0normalMujer2318-24Soltero/aSecundaria superior5CentroCatólico/aCasi nuncaEstudianteEstudiantesMuy malaIgual-1.0N.C.N.C.-1-1-1-12316.0EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
649602014-03-0110.0muy_felizHombre74+65Casado/aPrimaria y secundaria elemental4IzquierdaCatólico/aCasi nuncaJubiladosJubilados/as y pensionistasRegularIgual-1.0N.C.N.C.-1-1-1-12267.0EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
749612014-03-017.0felizMujer66+65Viudo/aPrimaria y secundaria elemental3IzquierdaCatólico/aCasi todos los domingos y festivosJubiladosJubilados/as y pensionistasRegularIgual750.5De 601 a 900 &euro;De 601 a 900 &euro;601900601900750.5EspañolaPaís Vasco100.001 a 400.000 habitantes100001400000
849622014-03-0110.0muy_felizMujer71+65Casado/aPrimaria y secundaria elemental1extrema_izquierdaCatólico/aCasi todos los domingos y festivosJubiladosJubilados/as y pensionistasMuy buenaIgual-1.0N.C.N.C.-1-1-1-1167.0EspañolaPaís VascoMenos o igual a 2.000 habitantes02000
949632014-03-018.0felizMujer2018-24Soltero/aSecundaria superior4IzquierdaCatólico/aCasi nuncaEstudianteEstudiantesMalaIgual0.0N.C.No tiene ingresos de ningún tipo-1-1000.0EspañolaPaís VascoMenos o igual a 2.000 habitantes02000

Last rows

df_indexAñoMesfelicidadfelicidad_grupogeneroedadgrupo_edadestado_civilnivel_educativoideologia_politicaideologia_politica_gruporeligionpracticante_religionsituacion_laboralsituacion_socioeconomicasituacion_economicaprediccion_situacion_economicapersona_max_ingresosingresos_hogaringresos_personalesmin_ingresos_hogarmax_ingresos_hogarmin_ingresos_personalesmax_ingresos_personalesingresoses_españolCCAAnum_poblacionmin_habitantesmax_habitantes
1165991240222018-06-015.0normalHombre2218-24Soltero/aPrimaria y secundaria elemental5CentroCreyente de otra religiónAlguna vez al mesTrabajadoresObreros/as no cualificados/asRegularMejor750.5De 601 a 900 &euro;De 301 a 600 &euro;601900301600750.5EspañolaAragón2.001 a 10.000 habitantes200110000
1166001240232018-06-017.0felizMujer2118-24Soltero/aSecundaria superior5CentroCreyente de otra religiónCasi nuncaEstudianteEstudiantesBuenaIgual0.0N.S.No tiene ingresos de ningún tipo-1-1000.0EspañolaCeuta (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166011240242018-06-019.0muy_felizHombre2018-24Soltero/aSecundaria superior5CentroCatólico/aCasi nuncaEstudianteEstudiantesRegularIgual0.0N.S.No tiene ingresos de ningún tipo-1-1000.0EspañolaCeuta (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166021240252018-06-015.0normalHombre2825-54Casado/aPrimaria y secundaria elemental4IzquierdaCreyente de otra religiónVarias veces al añoParadosParados/asMuy malaMejor450.5De 301 a 600 &euro;De 301 a 600 &euro;301600301600450.5EspañolaCeuta (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166031240262018-06-0110.0muy_felizMujer4425-54Casado/aPrimaria y secundaria elemental7DerechaCreyente de otra religiónCasi nuncaParadosParados/asRegularIgual1500.5De 1.201 a 1.800 &euro;De 301 a 600 &euro;120118003016001500.5EspañolaCeuta (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166041240272018-06-018.0felizMujer2418-24Soltero/aSecundaria superior4IzquierdaCreyente de otra religiónCasi nuncaEstudianteEstudiantesRegularMejor750.5De 601 a 900 &euro;No tiene ingresos de ningún tipo60190000750.5EspañolaMelilla (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166051240282018-06-018.0felizHombre2418-24Soltero/aSecundaria superior4IzquierdaAteo/aN.C.EstudianteEstudiantesBuenaMejor750.5De 601 a 900 &euro;No tiene ingresos de ningún tipo60190000750.5EspañolaMelilla (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166061240292018-06-019.0muy_felizHombre3325-54Soltero/aUniversitarios5CentroCatólico/aCasi nuncaTrabajadoresTécnicos/as y cuadros mediosBuenaMejor2100.5De 1.801 a 2.400 &euro;De 901 a 1.200 &euro;1801240090112002100.5EspañolaMelilla (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166071240302018-06-014.0infelizMujer2725-54Soltero/aPrimaria y secundaria elemental4IzquierdaCreyente de otra religiónAlguna vez al mesParadosParados/asMalaIgual750.5De 601 a 900 &euro;No tiene ingresos de ningún tipo60190000750.5EspañolaMelilla (Ciudad autónoma de)50.001 a 100.000 habitantes50001100000
1166081240312018-06-018.0felizHombre5425-54Casado/aSecundaria superior1extrema_izquierdaAteo/aN.C.OtrosObreros/as no cualificados/asRegularNS/NC2100.5De 1.801 a 2.400 &euro;No tiene ingresos de ningún tipo18012400002100.5EspañolaComunitat Valenciana10.001 a 50.000 habitantes1000150000